Pandas DataFrame: Add one row in an existing DataFrame
Write a Pandas program to add one row in an existing DataFrame.
Sample data:
Original DataFrame
col1 col2 col3
0 1 4 7
1 4 5 8
2 3 6 9
3 4 7 0
4 5 8 1
After add one row:
col1 col2 col3
0 1 4 7
1 4 5 8
2 3 6 9
3 4 7 0
4 5 8 1
5 10 11 12
Sample Solution :
Python Code :
import pandas as pd
import numpy as np
d = {'col1': [1, 4, 3, 4, 5], 'col2': [4, 5, 6, 7, 8], 'col3': [7, 8, 9, 0, 1]}
df = pd.DataFrame(data=d)
print("Original DataFrame")
print(df)
print('After add one row:')
df2 = {'col1': 10, 'col2': 11, 'col3': 12}
df = df.append(df2, ignore_index=True)
print(df)
Sample Output:
Original DataFrame col1 col2 col3 0 1 4 7 1 4 5 8 2 3 6 9 3 4 7 0 4 5 8 1 After add one row: col1 col2 col3 0 1 4 7 1 4 5 8 2 3 6 9 3 4 7 0 4 5 8 1 5 10 11 12
Explanation:
The code creates a Pandas DataFrame df from a Python dictionary ‘d’, which has three keys 'col1', 'col2', and 'col3', and corresponding values that are lists of integers. Then, a new Python dictionary df2 is created with the same keys, but with a single set of values.
df = df.append(df2, ignore_index=True): This code is used to add ‘df2’ as a new row to the DataFrame df. The ignore_index parameter is set to True to reset the index of the appended DataFrame.
Finally print() function prints the resulting DataFrame.
Python-Pandas Code Editor:
Have another way to solve this solution? Contribute your code (and comments) through Disqus.
Previous: Write a Pandas program to change the order of a DataFrame columns.
Next: Write a Pandas program to write a DataFrame to CSV file using tab separator.
What is the difficulty level of this exercise?
Test your Programming skills with w3resource's quiz.
- Weekly Trends and Language Statistics
- Weekly Trends and Language Statistics